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Title:
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OpenReq-DD: A requirements dependency detection tool
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Author:
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Motger de la Encarnación, Joaquim; Borrull Baraut, Ricard; Palomares Bonache, Cristina; Marco Gómez, Jordi
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Other authors:
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Universitat Politècnica de Catalunya. Departament d'Enginyeria de Serveis i Sistemes d'Informació; Universitat Politècnica de Catalunya. Departament de Ciències de la Computació; Universitat Politècnica de Catalunya. inSSIDE - integrated Software, Service, Information and Data Engineering |
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Abstract:
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Requirements Engineering (RE) is one of the most critical phases insoftware development. Analyzing requirements data is a laborious taskperformed by expert stakeholders using manual processes, as there areno standard automatic tools to handle this issue in a more efficientway. The purpose of this paper is to summarize the approach of theOpenReq-DD dependency detection tool developed at the OpenReqproject, which allows an automatic requirement dependency detectionapproach. The core of this proposal is based on an ontology whichdefines dependency relations between specific terminologies related tothe domain of the requirements. Using this information, it is possible toapply Natural Language Processing techniques to extract meaning fromthese requirements and relations, and Machine Learning techniques toapply conceptual clustering, with the major purpose of classifying theserequirements into the defined ontology. |
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Abstract:
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Peer Reviewed |
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Subject(s):
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-Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial
-Àrees temàtiques de la UPC::Informàtica::Enginyeria del software
-Requirements engineering
-Natural language processing (Computer science)
-Machine learning
-Software development
-OpenReq-DD
-Ontologies
-NLP
-Enginyeria de requisits
-Tractament del llenguatge natural
-Aprenentatge automàtic |
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Rights:
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Document type:
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Article - Published version
Conference Object |
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Published by:
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CEUR-WS.org
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